Cover Image

A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Qinghua, Jiang, Hongyang, Fang, Danqi, Yang, Dawei, Nguyen, Truong X., Ran, Anran, Tham, Clement C., Szeto, Simon K. H., Sivaprasad, Sobha, Cheung, Carol Y.
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Case series: The value of fundus autofluorescence in inherited macular disease
by: Marina Guro, et al.
Published: (2026)

Investigating focal macular electroretinogram function for fundus‐related perimetry application
by: Naoto Suzuki
Published: (2024)

The long‐term impact of neovascular age‐related macular degeneration undergoing routine treatment in first and second eyes on vision‐related quality‐of‐life: FASBAT Report 3
by: Archana Airody, et al.
Published: (2026)

Progression of diabetic retinopathy during pregnancy: Retrospective study from birmingham and solihull
by: Ahmad Khalifa, et al.
Published: (2025)

Strategies for Resource Allocation of Two Competing Companies using Genetic Algorithm
by: Cheung, Wing Keung, et al.
Published: (2025)

Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN
by: Zhang, Weiwen, et al.
Published: (2023)

Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
by: Holland, Robbie, et al.
Published: (2024)

Integrating electrocardiogram and fundus images for early detection of cardiovascular diseases
by: Muthukumar, K. A., et al.
Published: (2025)

Musicking Online: Organizing Reference Sources in the Digital Age
by: Szeto, Kimmy
Published: (2012)

Structural‐color‐enabled multispectral heterostructure for infrared and laser camouflage
by: Wenhao Wang, et al.
Published: (2025)

Quantum-optical sensing and target detection
by: Tham, Guo Yao
Published: (2024)

Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks
by: Playout, Clément, et al.
Published: (2024)

retinalysis-fundusprep: A python package for robust color fundus image bounds extraction
by: Quiros, Jose Vargas, et al.
Published: (2025)

Retinal biomarkers in diabetic macular edema
by: Zeinab Elsanabary
Published: (2024)

APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs
by: Liu, Bowen, et al.
Published: (2025)

Endoscopic Curettage of Aneurysmal Bone Cyst of the Distal Fibula
by: Tun Hing Lui, et al.
Published: (2025)

Short‐term intraocular pressure fluctuation in primary angle closure glaucoma
by: Shaoying Tan, et al.
Published: (2024)

$NVU$ view on energy polydisperse Lennard-Jones systems
by: Lang, Danqi, et al.
Published: (2024)

Scaling up multispectral color filters with binary lithography and reflow (BLR)
by: Md Abdur Rahman, et al.
Published: (2024)

Multi-view Deep Subspace Clustering Networks
by: Zhu, Pengfei, et al.
Published: (2019)

DeepAlienorNet: A deep learning model to extract clinical features from colour fundus photography in age‐related macular degeneration
by: Alexis Mathieu, et al.
Published: (2024)

Early vitrectomy in the management of diabetic macular oedema
by: Odysseas Georgiadis
Published: (2025)

Color fundus photography versus fundoscopy in diabetic retinopathy patients: A pilot study
by: Stamatina Kabanarou, et al.
Published: (2024)

$\textit{In vivo}$ fundus imaging and computational refocusing with a diffuser-based fundus camera
by: Simmerer, Corey, et al.
Published: (2024)

Quantum Computation Using Large Spin Qudits
by: Omanakuttan, Sivaprasad
Published: (2024)

UAS‐based multispectral imaging for detecting iron chlorosis in grain sorghum
by: Isabel A. Garcia‐Williams, et al.
Published: (2024)

Impact of diabetes and diabetic retinopathy on neovascular exudative age‐related macular degeneration
by: Pasquale Viggiano, et al.
Published: (2025)

Sea ice detection using concurrent multispectral and synthetic aperture radar imagery
by: Rogers, Martin S J, et al.
Published: (2024)

Multispectral-NeRF:a multispectral modeling approach based on neural radiance fields
by: Zhang, Hong, et al.
Published: (2025)

Spectral reflectance curves for multispectral imaging, combining different techniques and a neural network
by: C.A. Osorio-Gómez
Published: (2009)

Comparative study of the Ankle-Brachial Index in diabetic and non-diabetic patients with critical limb ischemia
by: Vanessa Prado dos Santos
Published: (2015)

Erythrocyte deformability correlates with microvascular ischemia and disease severity in diabetic retinopathy
by: Ye Eun Han, et al.
Published: (2026)

UAV‐based RGB and multispectral vegetation indices as alternatives to light box‐derived dark green color index for turfgrass color assessment
by: Ved Parkash, et al.
Published: (2026)

Quantum limits of covert target detection
by: Tham, Guo Yao, et al.
Published: (2023)

AI‐based studies using fundus images
by: Andrzej Grzybowski
Published: (2024)

The technical and practical implementation of fundus photography in equids
by: I. Vierling, et al.
Published: (2026)

Microsoft syntex: Transforming enterprise content management with ai-driven intelligence
by: Khaga, Sivaprasad Yerneni
Published: (2025)

Neuroprotective effects of salvianolic acids combined with Panax notoginseng saponins in cerebral ischemia/reperfusion rats concerning the neurovascular unit and trophic coupling
by: Hongyang Chen, et al.
Published: (2024)

Sulphate resistance of low‐clinker engineered cementitious composites examined by MicroXRF imaging
by: Connor Szeto, et al.
Published: (2024)

Tracking the frequency of phytoplankton clonal lineages using multispectral image flow cytometry and neural networks
by: Ruben J. Hermann, et al.
Published: (2024)